Today, I got to try our new project #MLOps platform, including #MinIO, #KubeFlow, and #MLFlow for the first time. Looking forward to exploring more as part of @emeraldseu
I am excited to present in November at the Oredev Developer Conference in Sweden about forecasting and MLOps 🚀. In addition, I will run a workshop about forecasting methods with regression models ❤️.
There are tons of MLOps platforms, middlewares and lambdas... are there some missing components? Seems that all is already in place😅 #mlops#datascience#kubernetes
Today I took a first look at LangSmith, a new platform for LLM production pipelines by LangChain.
I can't hook it up to a working pipeline yet because it's in closed beta, but it surely looks ambitious. It should make it easier to do logging, monitoring, debugging and evaluating pipelines (chains) against each other. It's tightly integrated with LangChain but it should support other frameworks/models as well.
My thinking here is that @huggingface is an acquisition target for #NVIDIA because they don't have an #MLOps platform offering - I also wonder where #GitLab sits in all this too ...
TIL https://www.jailbreakchat.com/ is a website that collects prompt injection attacks for LLMs, i.e. getting the language model to do stuff that is not allowed by inserting malicious prompts.
#CML in action within #Github Desktop: after pushing changes, the action runs and - once the results are ready - the app gives a notification and displays the generated plots